The graph represents a network of 495 Twitter users whose tweets in the requested range contained "scienceed", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 26 September 2020 at 00:33 UTC.
The requested start date was Saturday, 26 September 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 86-day, 7-hour, 47-minute period from Wednesday, 01 July 2020 at 16:04 UTC to Friday, 25 September 2020 at 23:51 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
The graph is directed.
The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Author Description
Vertices : 495
Unique Edges : 380
Edges With Duplicates : 624
Total Edges : 1004
Number of Edge Types : 5
Mentions : 215
Tweet : 147
Replies to : 20
Retweet : 248
MentionsInRetweet : 374
Self-Loops : 148
Reciprocated Vertex Pair Ratio : 0.0485981308411215
Reciprocated Edge Ratio : 0.0926916221033868
Connected Components : 106
Single-Vertex Connected Components : 36
Maximum Vertices in a Connected Component : 149
Maximum Edges in a Connected Component : 381
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.730191
Graph Density : 0.00229419703103914
Modularity : 0.547276
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 495 Twitter users whose tweets in the requested range contained "scienceed", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 26 September 2020 at 00:33 UTC.
The requested start date was Saturday, 26 September 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 86-day, 7-hour, 47-minute period from Wednesday, 01 July 2020 at 16:04 UTC to Friday, 25 September 2020 at 23:51 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : scienceed
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[21] middle,hs [21] hs,life [21] life,sci [21] sci,bio [21] bio,teachers [21] teachers,anyone [21] anyone,familiar [21] familiar,uncovering [21] uncovering,st [21] st,ideas Top Word Pairs in Tweet in G1:
[7] iopiteachers,iop_ireland [4] well,done [4] vmcc_scienceed,iopiteachers [3] iop_ireland,castel_dcu [3] castel_dcu,edtechne [3] sexual,harassment [3] stellar,time [3] time,presenting [3] presenting,virtual [3] virtual,online Top Word Pairs in Tweet in G2:
[3] #scicomm,#research [3] #research,#sciencematters [3] #sciencematters,#science [3] #science,#researcher [3] #researcher,#edutwitter [3] #edutwitter,#education [3] #education,#philosophy [3] #philosophy,#university [3] #university,#educationcannotwait [3] #educationcannotwait,#educateyourself Top Word Pairs in Tweet in G3:
[21] middle,hs [21] hs,life [21] life,sci [21] sci,bio [21] bio,teachers [21] teachers,anyone [21] anyone,familiar [21] familiar,uncovering [21] uncovering,st [21] st,ideas Top Word Pairs in Tweet in G4:
[15] doc_b_brown,thanks [13] thanks,jste1924 [13] jste1924,allowing [13] allowing,publish [13] publish,more [13] more,convinced [13] convinced,potential [13] potential,value [13] value,added [12] added,techn Top Word Pairs in Tweet in G5:
[18] science,friday [16] friday,summer [16] summer,institute [13] watched,fireworks [13] fireworks,show [13] show,wondered [13] wondered,different [13] different,colors [13] colors,amazing [13] amazing,reds Top Word Pairs in Tweet in G6:
[6] attn,#scienceed [6] #scienceed,peeps [6] peeps,spread [6] spread,word [6] word,apply [6] apply,bpenuel [6] bpenuel,jbintzbscs [6] jbintzbscs,abeslo [6] abeslo,sarahopenscied [6] sarahopenscied,shmoovyshmoov Top Word Pairs in Tweet in G7:
[2] #scienceed,#ngss [2] #ngss,pjfried [2] pjfried,laura_z1127 [2] laura_z1127,likescied [2] likescied,sharonjlynch [2] sharonjlynch,uncresearch [2] uncresearch,mizzoueducation [2] mizzoueducation,bioteachk [2] bioteachk,rhiannonmckee [2] article,dr Top Word Pairs in Tweet in G8:
[5] #edchatie,#scienceed [5] science,teachers [5] very,useful [5] respond,below [5] below,friend [4] serious,food [4] food,thought [4] thought,achievement [4] achievement,gap [4] gap,between Top Word Pairs in Tweet in G9:
[4] lesson,plans [4] packages,vernierst [4] vernierst,samlabs [4] samlabs,give [4] give,teachers [4] teachers,cost [4] cost,effective [4] effective,way [4] way,#middleschool [4] #middleschool,students Top Word Pairs in Tweet in G10:
[6] news,matic [4] science_academy,inviting [4] inviting,#students [4] #students,cameras [4] cameras,ready [4] ready,spot [4] spot,#maths [4] #maths,part [4] part,sciencexart [3] #stem,#stemeducation Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G5:
Top Replied-To in G6:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: